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Use Cases | Sensors

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Face Mask Detection App

Covid-19 : Deep Learning and Computer Vision to detect face masks in real-time.

vision tinyML keras Sensors medical

Published: Sept. 21, 2020, 2:27 a.m.

Emotion Detection App Using E.E.G.

Electroencephalography (EEG) is an electrophysiological monitoring method to record electrical activity of the brain.

tinyML keras Sensors EEG signal

Published: Oct. 15, 2020, 12:02 p.m.

Fire Detection App Using Surveillance Camera

Accidents on the road can sometimes lead to a fire that can get worse over time. Fires along the road due to other reasons are also be hazardous to the traffic on the road and nearby places. These fires need to be detected and controlled with utmost urgency in order to maintain the safety of those in the vicinity.

vision tinyML keras Sensors camera

Published: Jan. 8, 2021, 1:31 p.m.

Predictive Maintenance Using L.S.T.M.

Predict run-to-failures of an airplane engine in real time.

TensorFlow IIoT Sensors LSTM

Published: Sept. 9, 2020, 2:30 p.m.

Iot Based Gesture Recognition App

Gestures are mapped to accelerometer and gyroscope values during motion.

tinyML accelerometer gyroscope arduino keras

Published: Sept. 16, 2020, 12:30 p.m.

Object Detection App Using Yolo V3

Object Detection plays an important role in many Deep Learning and IoT Applications such as Autonomous Vehicles, security camera surveillance etc.

vision keras CNN Sensors security

Published: Dec. 15, 2020, 10:28 a.m.

Deepfake Face Detection App

After the development of GANs, deepfakes came into existence, but many people were found misusing these techniques for criminal activities. This model can differentiate between real and deepfake faces.

vision keras CNN Sensors deepfake

Published: Oct. 28, 2020, 1:06 p.m.

Heartbeat Anomaly Detection App Using E.C.G.

According to WHO 17.9 million people die each year due to Cardiovascular Diseases. Deep Learning can be used in early diagnosis using ECG (Electrocardiography).

tinyML keras Sensors signal medical

Published: Oct. 27, 2020, 1:40 p.m.

Arrhythmia Prediction App Using E.C.G.

The use of deep learning models in medical fields can help reduce error rates and increase the possibility of an earlier diagnosis for better treatement.

tinyML keras Sensors signal medical

Published: Oct. 30, 2020, 3:45 p.m.

Rice Leaf Disease Classification App

Classfying plant diseases can sometimes be a challenging task for the human eye. There is little margin for error allowed when it comes to farming as our very livelihoods depend on it. We use a deep learning approach to try and minimise this error.

vision tinyML CNN Sensors farming

Published: Oct. 30, 2020, 4:01 p.m.

Cotton Plant Disease Prediction App

With a deep learning model to detect diseased cotton plants, we can ensure if their crops get exposed to diseases and are not treated timely which affects the life of farmers greatly.

vision keras Sensors farming disease

Published: Nov. 14, 2020, 3:16 p.m.

Quality Check For Manufactured Goods App

Deep learning can be used to automate the inspection process of manufactured goods.

vision keras CNN IIoT Sensors

Published: Oct. 15, 2020, 12:07 p.m.